作者位次 #2/4ACL 2026Findings· Findings of ACL
PII - V is B ench: Evaluating Personally Identifiable Information Safety in Vision Language Models Along a Continuum of Visibility
G M Shahariar · Zabir Al Nazi · Md Olid Hasan Bhuiyan · Zhouxing Shi
摘要
Vision Language Models (VLMs) are increasingly integrated into privacy-critical domains, yet existing evaluations of personally identifiable information (PII) leakage largely treat privacy as a static extraction task and ignore how a subject’s online presence—the volume of their data available on...